A Data Mining Approach for Visual and Analytical Identification of Neurorehabilitation Ranges in Traumatic Brain Injury Cognitive Rehabilitation
المؤلفون المشاركون
García-Rudolph, Alejandro
Gibert, Karina
المصدر
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-08-05
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Traumatic brain injury (TBI) is a critical public health and socioeconomic problem throughout the world.
Cognitive rehabilitation (CR) has become the treatment of choice for cognitive impairments after TBI.
It consists of hierarchically organized tasks that require repetitive use of impaired cognitive functions.
One important focus for CR professionals is the number of repetitions and the type of task performed throughout treatment leading to functional recovery.
However, very little research is available that quantifies the amount and type of practice.
The Neurorehabilitation Range (NRR) and the Sectorized and Annotated Plane (SAP) have been introduced as a means of identifying formal operational models in order to provide therapists with decision support information for assigning the most appropriate CR plan.
In this paper we present a novel methodology based on combining SAP and NRR to solve what we call the Neurorehabilitation Range Maximal Regions (NRRMR) problem and to generate analytical and visual tools enabling the automatic identification of NRR.
A new SAP representation is introduced and applied to overcome the drawbacks identified with existing methods.
The results obtained show patterns of response to treatment that might lead to reconsideration of some of the current clinical hypotheses.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
García-Rudolph, Alejandro& Gibert, Karina. 2015. A Data Mining Approach for Visual and Analytical Identification of Neurorehabilitation Ranges in Traumatic Brain Injury Cognitive Rehabilitation. Abstract and Applied Analysis،Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1052123
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
García-Rudolph, Alejandro& Gibert, Karina. A Data Mining Approach for Visual and Analytical Identification of Neurorehabilitation Ranges in Traumatic Brain Injury Cognitive Rehabilitation. Abstract and Applied Analysis No. 2015 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1052123
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
García-Rudolph, Alejandro& Gibert, Karina. A Data Mining Approach for Visual and Analytical Identification of Neurorehabilitation Ranges in Traumatic Brain Injury Cognitive Rehabilitation. Abstract and Applied Analysis. 2015. Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1052123
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1052123
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر